Chemical Technology, Control and Management


In the article considered the problem of formation an informative description of objects in classification tasks. To solve this problem, proposed the methods and algorithms based on heuristic criteria of private and generalized species.

First Page


Last Page



1. Verhagen K., Dain R., Grun F. et al. Pattern Recognition: Status and Prospects. -M .: Radio and Communication, 1985. -104 p. 2. Gorsky ND, Fazilov Sh.X. Data analysis: basic stages and computational experiment. -Tashkent, 1987. - 28 pp. Dep. in VINITI on Aug. 18. 1987, No. 6057-B87. 3. Alexandrov V.V, Gorsky N.D. Algorithms and programs of the structural method of data processing. -L .: Science, 1983. -208 p. 4. Alexandrov V.V, Fazilov Sh.X. Integrated approach to data analysis // Automation of research on the basis of the information and computer network. -L .: LNIVTS AS of the USSR. 1984.-C. 4-10. 5. Aivazyan SA, Enyukov IS, Meshalkin LD Applied Statistics: Basics of Modeling and Primary Data Processing .- Moscow: Finances and Statistics, 1983. - 472 p. 6. Ayvazyan S.A., Buchstaber V.M., Enukov I.S., Meshalkin L.. Applied Statistics: Classification and Dimension Reduction. - Moscow: Finance and Statistics, 1989. - 607 p. 7. Vapnik V.N., Chervonenkis A.Ya. Theory of pattern recognition. - Moscow: Nauka, 1974. - 416 p. 8. Fazilov Sh.X., Mamatov N.S. Developing methods and algorithms for forming of informative features’ space on base k-type uniform criteria// Eighth World Conference “Intelligent Systems for Industrial Automation”, WCIS-2014,25-27 November 2014, Tashkent, Uzbekistan. 9. Fazilov Sh.X., Mamatov N.S. Selection features using heuristic criteria// Ninth World Conference “Intelligent Systems for Industrial Automation”, WCIS-2016,25-27 October 2016, Tashkent, Uzbekistan. 10. Mamatov N.S. Heuristic criteria for the informativeness of signs. Materials of the XVII International Scientific and Methodical Conference "Informatics: Problems, Methodology, Technologies". -Voronezh. 9-10 February 2017. Volume 3, P.114-120.

Included in

Engineering Commons